A Multi Fuzzy-based Variable Step Size P&O MPPT Algorithm for PV Systems

被引:0
|
作者
Alkarasneh, Assem [1 ]
Bataineh, Khaled [2 ]
Aburmaileh, Yusra [3 ]
机构
[1] Al Balqa Appl Univ, Fac Engn Technol, Dept Mech Engn, Salt, Jordan
[2] Jordan Univ Sci & Technol, Dept Mech Engn, Irbid, Jordan
[3] Al Balqa Appl Univ, Al Salt Tech Coll, Dept Engn & Artificial Intelligence, Salt, Jordan
关键词
A hybrid MPPT controller; FUZZY-P&O; Partial shading; Photovoltaic; Boost converte; POWER POINT TRACKING; ADAPTIVE PERTURB; LOGIC CONTROL; OBSERVE; COLONY;
D O I
10.59038/jjmie/180412
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Photovoltaic (PV) system transforms sunlight into electricity. PV cells have non-linear I-V relationships with one point producing the maximum power output from the PV cells. The best efficiency is obtained at the maximum power point (MPP) of PV system. This paper proposes a hybrid MPP control strategy that incorporates both fuzzy logic controller (FLC) and the Perturbation and Observation (P&O) algorithm under various cases of whether conditions. The proposed algorithm is continuously searching for maximum power point and modify it as needed under rapidly changing weather conditions (irradiance and temperature) and be able to perform successful tracking of the MPP under partially shaded conditions. The performance and the power output of the system will be evaluated using simulation under specific weather conditions. The developed controller is implemented in two stages to overcome the drawbacks of the conventional P&O algorithm; the first stage uses fuzzy controller to provide an initial guess for P&O where it combines the speed of FLC approximation with the accuracy of P&O. The second stage uses another fuzzy controller to find a proper step size of P&O to enhance the transient response and reduce the steady-state oscillations. The results show that the efficiency of the proposed remains high under various scenarios; Uniform irradiation, sudden irradiation, partial shading (weak, moderate, and strong). Furthermore, results demonstrated that the proposed hybrid FLC-P&O can effectively improve the accuracy of the conventional P&O algorithm.
引用
收藏
页码:795 / 810
页数:16
相关论文
共 50 条
  • [21] Indirect P&O type-2 fuzzy-based adaptive step MPPT for proton exchange membrane fuel cell
    Abdelghani Harrag
    Hegazy Rezk
    Neural Computing and Applications, 2021, 33 : 9649 - 9662
  • [22] Comparative Analysis of P&O and INC MPPT Algorithm for PV System
    Kinjal, Paghdal
    Shah, Kaumil B.
    Patel, Gajendra R.
    2015 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, SIGNALS, COMMUNICATION AND OPTIMIZATION (EESCO), 2015,
  • [23] IBS - P&O Hybrid MPPT Algorithm for Solar PV Applications
    Ghosh, Swapnendu Narayan
    2019 IEEE PES GTD GRAND INTERNATIONAL CONFERENCE AND EXPOSITION ASIA (GTD ASIA), 2019, : 119 - 123
  • [24] Improved krill herd algorithm based sliding mode MPPT controller for variable step size P&O method in PV system under simultaneous change of irradiance and temperature
    Van-Quang-Binh Ngo
    Latifi, Mohsen
    Abbassi, Rabeh
    Jerbi, Houssem
    Ohshima, Kentaro
    khaksar, Mehrdad
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2021, 358 (07): : 3491 - 3511
  • [25] Indirect P&O type-2 fuzzy-based adaptive step MPPT for proton exchange membrane fuel cell
    Harrag, Abdelghani
    Rezk, Hegazy
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (15): : 9649 - 9662
  • [26] Fuzzy and P&O MPPT Techniques for Stabilized the Efficiency of Solar PV System
    Kumar, Jaldeep
    Rathor, Bhuvnesh
    Bahrani, Prakash
    2018 INTERNATIONAL CONFERENCE ON COMPUTING, POWER AND COMMUNICATION TECHNOLOGIES (GUCON), 2018, : 252 - 257
  • [27] Fuzzy Logic Assisted P&O based Improved MPPT for Photovoltaic Systems
    Baraskar, Savita
    Jain, Sachin Kumar
    Padhy, Prabim K.
    2016 INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ELECTRICAL ELECTRONICS & SUSTAINABLE ENERGY SYSTEMS (ICETEESES), 2016, : 250 - 255
  • [28] A variable step size INC MPPT method for PV systems
    Liu, Fangrui
    Duan, Shanxu
    Liu, Fei
    Liu, Bangyin
    Kang, Yong
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (07) : 2622 - 2628
  • [29] Design and Implementation of PV MPPT Controller based on Modified P&O Algorithm using FPGA for Satellite Systems
    Taha, Hatem
    Mostafa, R. M.
    Abouzayed, Usama
    Eltohamy, Fawzy
    PROCEEDINGS OF 2018 13TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND SYSTEMS (ICCES), 2018, : 524 - 529
  • [30] Comparison between Three Different Types of Variable Step-Size P&O MPPT Technique
    Peng, B. R.
    Chen, J. H.
    Liu, Y. H.
    Chiu, Y. H.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL APPLICATIONS (CISIA 2015), 2015, 18 : 964 - 966